[email protected] +91 9541 551 557 +91 9035 406 484
Synergific Store LMS Login Training Calendar

Machine Learning with Data Science

Live Online (VILT) & Classroom Corporate Training Course

Studying data science will help you understand how to take the raw data, analyse it, connect the dots and tell a story often via several visualizations and studying machine learning along with it will make you a specialist of artificial intelligence

Expert-Led VILT & Classroom Hands-On CloudLabs Certification Voucher Available
CloudLabs
Projects
Assessments
24/7 Support
Lifetime Access

Overview

Data Science and Machine Learning course will help you master the data science and analytics using different machine learning techniques and further gain deep understanding in data manipulation using R , also get introduced to hadoop architecture .

Objectives

At the end of Machine Learning with Data Science training course, participants will be able to

  • Manipulate and Visualise data using machine learning techniques
  • Write, optimize java code using Hadoop Framework

Prerequisites

A background in Java is required. This machine learning and data science course is appropriate for developers, who wish to write, maintain and/or optimize Java code using Hadoop framework. Hands on experience on writing Java programs using Eclipse editor would be a plus

Course Outline

  • Introduction
  • Understanding Big Data
  • Understand how different companies use big data for their business need
  • Big Data Challanges
  • Introduction to Data Science
  • Types of Data Scientists
  • Data Science Components
  • Data Science Use Cases
  • Introduction to R and Hadoop
  • R and Hadoop Integration
  • Machine Learning with Mahout

  • HDFS- Hadoop Distributed File System
  • Assumptions and Goals
  • CAP principle
  • Anatomy of Hadoop Cluster
  • Anatomy of a File Write
  • Anatomy of a File Read
  • MapReduce Framework Architecture
  • Hadoop Processes
  • Understanding Various configuration Properties of Hadoop

  • Introduction to R
  • Describe why R is Used?
  • Implement R programing concepts
  • Learn Data Import techniques
  • Analyze the processing of the Data

  • Observation and Experiments
  • Sampling Methods
  • Quantitative Variables
  • Skewness,Modality and Measures of Center
  • Variance, Standard Deviation, Interquartile Range
  • Probability Rules
  • Disjoint,Non Disjoint events, Independence
  • Conditional Probability
  • Probability Distributions

  • Understand Machine Learning
  • Use Cases Walkthrough
  • Machine Learning Techniques
  • Describe Clustering
  • Analyze Clustering Scenarios using Clustering Algorithms
  • Learn TF-IDF and cosine Similarity
  • Understand Supervised Learning Technique
  • Classification
  • Recommendation
  • Learn Decision Tree Classifier
  • Implement how various Decision Tree algorithms work.
  • Implement Application of Techniques on a smaller datasets for better understanding using R.
  • Understand Unsupervised Learning Technique
  • Understand the implementation of Random Forest Classifier
  • Understand the implementation of Na-ve Bayer’s Classifier
  • Apply both techniques on smaller datasets using R
  • Understand Association Rule Mining

  • Understand the need for R integration with Hadoop
  • Learn the ways to integrate R and Hadoop
  • Understand the usage of RHadoop package
  • Perform R integration with Hadoop and Run MapReduce examples

  • Understand Mahout
  • Gain insight on implementing Machine Learning with Mahout
  • Understand Learning, Classification and Clustering techniques with Mahout
  • Implement Recommendation technique and Frequent Pattern Mining in Mahout

  • Understand Mahout Algorithms and Parallel proicessing
  • Learn Advanced techniques in R
  • Implement Parallel Random Forest
  • Understand Data Visualization

The Synergific Advantage

Why enterprise teams pick Synergific.

Authorised curriculum is the floor — not the differentiator. What sits above it is what gets renewed.

500+Enterprises served
50+OEM partnerships
1,100+Exam vouchers
< 4 hSolutions reply
01

Live Hands-On Cloud Labs

Every course ships with 24/7 access to production-grade AWS, Azure, GCP and OCI environments. Real consoles, real workloads, the bills handled by us.

→ 02

Hire-Train-Deploy

We source, train, and deploy certified engineers on your project. Single contract, billable from week one, replacement guarantee on attrition.

→ 03

Four-Hour Solutions SLA

Direct line to a senior solutions advisor — not a ticket queue, not an offshore desk. Reply within four business hours, every time.

→ 04

Voucher-Backed Certification

1,100+ exam vouchers from 50+ OEMs at enterprise pricing. Most certifications include retake protection — success measured after the exam.

→ 05

Authorised Curriculum, Local Delivery

Microsoft Solutions Partner, AWS APN, Red Hat, Cisco, Oracle, EC-Council, PECB and more. Exact official content delivered with our trainers, our labs, our SLA.

→

Available Training Modes

Pick the format that fits your team.

Same authorised curriculum, same trainers, same hands-on cloud labs — delivered the way that works for you.

Live Online (VILT)

Real-time instructor-led sessions over Zoom or Teams. Same classroom, different time zones.

Most popular

Classroom

Face-to-face training delivered at your office, our Bengaluru centre, or any partner venue worldwide.

Onsite

Self-Paced

Recorded sessions plus 24/7 access to cloud labs and assessments. Learn at the pace that works for each engineer.

On-demand

Blended

Live workshops with self-paced reinforcement and project-based labs. Best for hybrid teams across regions.

Hybrid teams
All modes include: hands-on cloud labs, recordings, assessments, certificate of completion. Talk to a solutions advisor →

Our Training Process

How a course becomes measurable skill.

One contract, five steps, zero handoffs. From discovery to deployment, the same Synergific team owns the outcome — not a chain of vendors.

5 Steps from your scoping call to certified, productive engineers.
01

Discover & set goals

We start with a scoping call to understand your team's current skill level, target outcomes, deadlines, and certification needs — then translate that into a measurable success plan with named owners on both sides.

02

Curate the right path

We map the optimal learning path — instructor-led, self-paced, or blended — with hands-on cloud labs, prerequisite refreshers, and certification vouchers built in. No filler modules, no padded curriculum.

03

Deliver hands-on training

Authorised trainers run live sessions backed by 24/7 cloud labs and real-world projects. Theory and practice on the same day — learners stop forgetting concepts before they get to apply them.

04

Assess & mentor

Continuous skill checks, mock exams, and 1:1 mentoring keep the program honest. If anyone falls behind, we course-correct in-flight — you'll never find out at the end that two engineers couldn't keep up.

05

Certify & apply on the job

Voucher-backed certification, post-training office hours, and 30-day reinforcement so skills land on real work — not just on the exam scorecard. Success measured after the course ends, not before.

Client Stories

What our clients say

Voices from L&D leaders, architects, and program managers who’ve trusted us with their upskilling.